Tuomas Sivula

Project Employee, Centre of Excellence in Computational Inference, COIN
Doctoral Candidate, Professorship Vehtari A.
Doctoral Candidate, Helsinki Institute for Information Technology HIIT
Doctoral Candidate, Probabilistic Machine Learning
School services, SCI

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Personal profile

Education/Academic qualification

Master of Science (Technology), Information Technology, Aalto-yliopisto, Perustieteiden korkeakoulu

Award Date: 22 May 2015

Bachelor of Science (Technology), Information Technology, Aalto-yliopisto, Perustieteiden korkeakoulu

Award Date: 30 Aug 2013

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6 Article

Expectation propagation as a way of life: A framework for Bayesian inference on partitioned data
Vehtari, A., Gelman, A., Sivula, T., Jylänki, P., Tran, D., Sahai, S., Blomstedt, P., Cunningham, J. P., Schiminovich, D. & Robert, C. P., 2020, In : Journal of Machine Learning Research. 21, p. 1-53
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
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1 Citation (Scopus)

7 Downloads (Pure)
Unbiased estimator for the variance of the leave-one-out cross-validation estimator for a Bayesian normal model with fixed variance
Sivula, T., Vehtari, A. & Magnusson, M., 21 Sep 2020, (Submitted) In : arXiv.org. 22 p.
Research output: Contribution to journal › Article › Scientific › peer-review
Uncertainty in Bayesian Leave-One-Out Cross-Validation Based Model Comparison
Sivula, T., Vehtari, A. & Magnusson, M., 3 Sep 2020, (Submitted) In : arXiv.org. 88 p.
Research output: Contribution to journal › Article › Scientific › peer-review
Meta-analysis of Bayesian analyses
Blomstedt, P., Mesquita, D., Lintusaari, J., Sivula, T., Corander, J. & Kaski, S., 2019, (Submitted) In : Submitted.
Research output: Contribution to journal › Article › Scientific › peer-review
Resolving outbreak dynamics using Approximate Bayesian Computation for stochastic birth-death models
Lintusaari, J., Blomstedt, P., Sivula, T., Gutmann, M. U., Kaski, S. & Corander, J., 2017, In : bioRxiv. 11 p.
Research output: Contribution to journal › Article › Scientific

2 Finished

Computational methods for survival analysis
Vehtari, A., Andersen, M., Dhaka, A., Siivola, E., Sivula, T., Säilynoja, T., Paananen, T. & Magnusson, M.
01/09/2016 → 24/09/2020
Project: Academy of Finland: Other research funding
Date-Driven Support for Digital Health
Rousu, J., Mapar, P., Sivula, T., Cichonska, A., Nguyen Van, L., Brouard, C., Szedmak, S. & Julkunen, H.
01/01/2016 → 21/09/2018
Project: Academy of Finland: Other research funding

1 Membership of an organizing committee or other positions of trust of a conference or a seminar

StanCon
Tuomas Sivula (Member)
29 Aug 2018 → 31 Aug 2018
Activity: Participating in or organising an event types › Membership of an organizing committee or other positions of trust of a conference or a seminar